Method for region-wise scalability with adaptive resolution change

ABSTRACT

Systems and methods for coding and decoding are provided. A method includes receiving a coded video stream including a picture partitioned into a plurality of sub-pictures, and further including adaptive resolution change (ARC) information that is signaled directly within a header of a sub-picture from among the plurality of sub-pictures, or that is signaled directly within a parameter set without any of the ARC information within the parameter set being referenced in any header or other parameter set, or that is provided within the parameter set and referenced in the header; and adaptively changing resolution of the sub-picture based on the ARC information.

CROSS-REFERENCE TO RELATED APPLICATION

This application claims priority from U.S. Provisional Application No. 62/865,131, filed on Jun. 21, 2019, the disclosure of which is incorporated herein by reference in its entirety.

FIELD

Embodiments of the disclosure relate to video coding and decoding, and more specifically, to the signaling of picture (or parts of a picture) size that may change from picture to picture or picture part to picture part, to support temporal or spatial scalability.

BACKGROUND

Video coding and decoding using inter-picture prediction with motion compensation has been previously used. Uncompressed digital video can include a series of pictures, each picture having a spatial dimension of, for example, 1920×1080 luminance samples and associated chrominance samples. The series of pictures can have a fixed or variable picture rate (informally also known as frame rate), of, for example 60 pictures per second or 60 Hz. Uncompressed video has significant bitrate requirements. For example, 1080p60 4:2:0 video at 8 bit per sample (1920×1080 luminance sample resolution at 60 Hz frame rate) requires close to 1.5 Gbit/s bandwidth. An hour of such video requires more than 600 GByte of storage space.

One purpose of video coding and decoding can be the reduction of redundancy in the input video signal, through compression. Compression can help reduce aforementioned bandwidth or storage space requirements, in some cases by two orders of magnitude or more. Both lossless and lossy compression, as well as a combination thereof can be employed. Lossless compression refers to techniques where an exact copy of the original signal can be reconstructed from the compressed original signal. When using lossy compression, the reconstructed signal may not be identical to the original signal, but the distortion between original and reconstructed signal may be small enough to make the reconstructed signal useful for the intended application. In the case of video, lossy compression is widely employed. The amount of distortion tolerated depends on the application; for example, users of certain consumer streaming applications may tolerate higher distortion than users of television contribution applications. The compression ratio achievable can reflect that: higher allowable/tolerable distortion can yield higher compression ratios.

A video encoder and decoder can utilize techniques from several broad categories, including, for example, motion compensation, transform, quantization, and entropy coding, some of which will be introduced below.

Previously, video encoders and decoders tended to operate on a given picture size that was, in most cases, defined and stayed constant for a coded video sequence (CVS), Group of Pictures (GOP), or a similar multi-picture timeframe. For example, in MPEG-2, system designs were used to change the horizontal resolution (and, thereby, the picture size) dependent on factors such as activity of the scene, but only at I pictures, hence typically for a GOP. The resampling of reference pictures for use of different resolutions within a CVS has been used in, for example, ITU-T Rec. H.263 Annex P. However, here the picture size does not change, only the reference pictures are being resampled, resulting potentially in only parts of the picture canvas being used (in case of downsampling), or only parts of the scene being captured (in case of upsampling). Further, H.263 Annex Q allows the resampling of an individual macroblock by a factor of two (in each dimension), upward or downward. Again, the picture size remains the same. The size of a macroblock is fixed in H.263, and therefore does not need to be signaled.

Changes of picture size in predicted pictures became more mainstream in modern video coding. For example, VP9 allows reference picture resampling and change of resolution for a whole picture. Similarly, certain proposals made towards VVC (including, for example, Hendry, et. al, “On adaptive resolution change (ARC) for VVC”, Joint Video Team document WET-M0135-v1, Jan. 9-19, 2019, incorporated herein in its entirety) allow for resampling of whole reference pictures to different—higher or lower—resolutions. In such document, different candidate resolutions are suggested to be coded in the sequence parameter set and referred to by per-picture syntax elements in the picture parameter set.

SUMMARY

Recently, compressed domain aggregation or extraction of multiple semantically independent picture parts into a single video picture has gained some attention. In particular, in the context of, for example, 360 coding or certain surveillance applications, multiple semantically independent source pictures (for examples the six cube surface of a cube-projected 360 scene, or individual camera inputs in case of a multi-camera surveillance setup) may require separate adaptive resolution settings to cope with different per-scene activity at a given point in time. In other words, encoders, at a given point in time, may choose to use different resampling factors for different semantically independent pictures that make up the whole 360 or surveillance scene. When combined into a single picture, reference picture resampling may be required to be performed, and adaptive resolution coding signaling may be required to be available for parts of a coded picture.

Some embodiments of the present disclosure are techniques for signaling of adaptive picture size in a video bitstream.

In some embodiments, a method performed by at least one processor is provided. The method includes: receiving a coded video stream including a picture partitioned into a plurality of sub-pictures, and further including adaptive resolution change (ARC) information that is signaled directly within a header of a sub-picture from among the plurality of sub-pictures, or that is signaled directly within a parameter set without any of the ARC information within the parameter set being referenced in any header or other parameter set, or that is provided within the parameter set and referenced in the header; and adaptively changing resolution of the sub-picture based on the ARC information.

In an embodiment, each sub-picture of the plurality of sub-pictures includes layers or sub-layers with different quality or resolutions than other sub-pictures of the plurality of sub-pictures.

In an embodiment, the method further comprises extracting, from the coded video stream, and independently decoding each sub-picture of the plurality of sub-pictures, and layers associated with the each sub-picture.

In an embodiment, the coded video stream that is received includes layers of the picture, and each layer from among the layers includes a different number of sub-pictures or a different sub-picture partitioning layout.

In an embodiment, each sub-picture of a layer from among the layers has a dependency to one or more sub-pictures of another layer from among the layers for decoding.

In an embodiment, the ARC information is signaled directly within the header of the sub-picture.

In an embodiment, the ARC information is referenced in the header and provided within the parameter set.

In an embodiment, the parameter set has a scope greater than the picture.

In an embodiment, the parameter set is a sequence parameter set (SPS) or a decoder parameter set (DPS).

In an embodiment, the coded video stream, that is received, further includes ARC reference information within the header, the ARC reference information referencing the ARC information within the parameter set, the parameter set includes additional ARC information that is unreferenced by the ARC reference information within the header, and the adaptively changing the resolution of the sub-picture by using the ARC information is performed based on the ARC reference information.

In some embodiments, a system for decoding a coded video stream, that includes a picture partitioned into a plurality of sub-pictures, is provided. The system includes: memory configured to store computer program code; and at least one processor configured to receive the coded video stream, access the computer program code, and operate as instructed by the computer program code. The computer program code includes: adaptive resolution changing code configured to cause the at least one processor to adaptively change resolution of a sub-picture from among the plurality of sub-pictures based on ARC information of the coded video stream that is received, wherein the ARC information is signaled directly within a header of the sub-picture, or is signaled directly within a parameter set without any of the ARC information within the parameter set being referenced in any header or other parameter set, or is provided within the parameter set and referenced in the header.

In an embodiment, each sub-picture of the plurality of sub-pictures includes layers or sub-layers with different quality or resolutions than other sub-pictures of the plurality of sub-pictures.

In an embodiment, the computer program code further comprises extracting and decoding code configured to cause the at least one processor to extract, from the coded video stream, and independently decode each sub-picture of the plurality of sub-pictures, and layers associated with the each sub-picture.

In an embodiment, the coded video stream that is received includes layers of the picture, and each layer from among the layers includes a different number of sub-pictures or a different sub-picture partitioning layout.

In an embodiment, each sub-picture of a layer from among the layers has a dependency to one or more sub-pictures of another layer from among the layers for decoding.

In an embodiment, the ARC information is signaled directly within the header of the sub-picture.

In an embodiment, the ARC information is referenced in the header and provided within the parameter set.

In an embodiment, the parameter set has a scope greater than the picture.

In an embodiment, the parameter set is a sequence parameter set (SPS) or a decoder parameter set (DPS).

In some embodiments, a non-transitory computer-readable medium storing computer instructions is provided. The instructions, when executed by at least one processor, cause the at least one processor to adaptively change resolution of a sub-picture from among a plurality of sub-pictures based on ARC information of a coded video stream that is received. The coded video stream includes a picture partitioned into the plurality of sub-pictures, and further includes the ARC information, and the ARC information is signaled directly within a header of the sub-picture from among the plurality of sub-pictures, or is signaled directly within a parameter set without any of the ARC information within the parameter set being referenced in any header or other parameter set, or is provided within the parameter set and referenced in the header.

BRIEF DESCRIPTION OF DRAWINGS

Further features, the nature, and various advantages of the disclosed subject matter will be more apparent from the following detailed description and the accompanying drawings in which:

FIG. 1 is a schematic illustration of a simplified block diagram of a communication system in accordance with an embodiment.

FIG. 2 is a schematic illustration of a simplified block diagram of a communication system in accordance with an embodiment.

FIG. 3 is a schematic illustration of a simplified block diagram of a decoder in accordance with an embodiment.

FIG. 4 is a schematic illustration of a simplified block diagram of an encoder in accordance with an embodiment.

FIG. 5A is a schematic illustration of a first configuration for signaling ARC parameters in accordance with a comparative art embodiment.

FIG. 5B is a schematic illustration of a second configuration for signaling ARC parameters in accordance with a comparative art embodiment.

FIG. 6A is a schematic illustration of a first configuration for signaling ARC parameters in accordance with an embodiment.

FIG. 6B is a schematic illustration of a second configuration for signaling ARC parameters in accordance with an embodiment.

FIG. 6C is a schematic illustration of a third configuration for signaling ARC parameters in accordance with an embodiment.

FIG. 7A is a schematic illustration of an excerpt of a tile group header in accordance with an embodiment.

FIG. 7B is a schematic illustration of an excerpt of a sequence parameter set in accordance with an embodiment.

FIG. 8 illustrates an example of prediction structure for scalability with adaptive resolution change.

FIG. 9A illustrates an example of a syntax table in accordance with an embodiment.

FIG. 9B illustrates an example of a syntax table in accordance with an embodiment.

FIG. 10 is a schematic illustration of a simplified block diagram of parsing and decoding POC cycle per access unit and access unit count value in accordance with an embodiment.

FIG. 11 is a schematic illustration of a video bitstream structure comprising multi-layered sub-pictures in accordance with an embodiment.

FIG. 12 is a schematic illustration of a display of a selected sub-picture with an enhanced resolution in accordance with an embodiment.

FIG. 13 is a block diagram of a decoding and display process for a video bitstream comprising multi-layered sub-pictures.

FIG. 14 is a schematic illustration of 360 video display with an enhancement layer of a sub-picture in accordance with an embodiment.

FIG. 15A illustrates an example of a layout of divided sub-pictures in accordance with an embodiment.

FIG. 15B illustrates an example of a corresponding sub-picture size and position information of one sub-picture in accordance with an embodiment.

FIG. 16 illustrates a corresponding picture prediction structure of the sub-pictures illustrated in FIGS. 15A-B.

FIG. 17 illustrates an example of an input picture divided into multiple sub-regions that may be coded with one or more layers, in accordance with an embodiment.

FIG. 18 illustrates a corresponding layer and picture prediction structure, with spatial scalability modality of local region, of the sub-regions illustrated in FIG. 17.

FIG. 19A is a schematic illustration of an excerpt of a video parameter set in accordance with an embodiment.

FIG. 19B is a schematic illustration of an excerpt of a sequence parameter set in accordance with an embodiment.

FIG. 20 is an example of a syntax table for sub-picture layout information in accordance with an embodiment,

FIG. 21 is a diagram of a computer system suitable for implementing embodiments.

DETAILED DESCRIPTION

FIG. 1 illustrates a simplified block diagram of a communication system (100) according to an embodiment of the present disclosure. The system (100) may include at least two terminals (110, 120) interconnected via a network (150). For unidirectional transmission of data, a first terminal (110) may code video data at a local location for transmission to the other terminal (120) via the network (150). The second terminal (120) may receive the coded video data of the other terminal from the network (150), decode the coded data and display the recovered video data. Unidirectional data transmission may be common in media serving applications and the like.

FIG. 1 illustrates a second pair of terminals (130, 140) provided to support bidirectional transmission of coded video that may occur, for example, during videoconferencing. For bidirectional transmission of data, each terminal (130, 140) may code video data captured at a local location for transmission to the other terminal via the network (150). Each terminal (130, 140) also may receive the coded video data transmitted by the other terminal, may decode the coded data, and may display the recovered video data at a local display device.

In FIG. 1, the terminals (110-140) may be illustrated as servers, personal computers, and smart phones, and/or any other type of terminal. For example, the terminals (110-140) may be laptop computers, tablet computers, media players and/or dedicated video conferencing equipment. The network (150) represents any number of networks that convey coded video data among the terminals (110-140), including for example wireline and/or wireless communication networks. The communication network (150) may exchange data in circuit-switched and/or packet-switched channels. Representative networks include telecommunications networks, local area networks, wide area networks, and/or the Internet. For the purposes of the present discussion, the architecture and topology of the network (150) may be immaterial to the operation of the present disclosure unless explained herein below.

FIG. 2 illustrates, as an example for an application for the disclosed subject matter, the placement of a video encoder and decoder in a streaming environment. The disclosed subject matter can be equally applicable to other video enabled applications, including, for example, video conferencing, digital TV, storing of compressed video on digital media including CD, DVD, memory stick and the like, and so on.

As illustrated in FIG. 2, a streaming system (200) may include a capture subsystem (213) that can include a video source (201) and an encoder (203). The video source (201) may be, for example, a digital camera, and may be configured to create an uncompressed video sample stream (202). The uncompressed video sample stream (202) may provide a high data volume when compared to encoded video bitstreams, and can be processed by the encoder (203) coupled to the camera (201). The encoder (203) can include hardware, software, or a combination thereof to enable or implement aspects of the disclosed subject matter as described in more detail below. The encoded video bitstream (204) may include a lower data volume when compared to the sample stream, and can be stored on a streaming server (205) for future use. One or more streaming clients (206) can access the streaming server (205) to retrieve video bit streams (209) that may be copies of the encoded video bitstream (204).

In embodiments, the streaming server (205) may also function as a Media-Aware Network Element (MANE). For example, the streaming server (205) may be configured to prune the encoded video bitstream (204) for tailoring potentially different bitstreams to one or more of the streaming clients (206). In embodiments, a MANE may be separately provided from the streaming server (205) in the streaming system (200).

The streaming clients (206) can include a video decoder (210) and a display (212). The video decoder (210) can, for example, decode video bitstream (209), which is an incoming copy of the encoded video bitstream (204), and create an outgoing video sample stream (211) that can be rendered on the display (212) or another rendering device (not depicted). In some streaming systems, the video bitstreams (204, 209) can be encoded according to certain video coding/compression standards. Examples of such standards include, but are not limited to, ITU-T Recommendation H.265. Under development is a video coding standard informally known as Versatile Video Coding (VVC). Embodiments of the disclosure may be used in the context of VVC.

FIG. 3 illustrates an example functional block diagram of a video decoder (210) that is attached to a display (212) according to an embodiment of the present disclosure.

The video decoder (210) may include a channel (312), receiver (310), a buffer memory (315), an entropy decoder/parser (320), a scaler/inverse transform unit (351), an intra prediction unit (352), a Motion Compensation Prediction unit (353), an aggregator (355), a loop filter unit (356), reference picture memory (357), and current picture memory ( ) In at least one embodiment, the video decoder (210) may include an integrated circuit, a series of integrated circuits, and/or other electronic circuitry. The video decoder (210) may also be partially or entirely embodied in software running on one or more CPUs with associated memories.

In this embodiment, and other embodiments, the receiver (310) may receive one or more coded video sequences to be decoded by the decoder (210) one coded video sequence at a time, where the decoding of each coded video sequence is independent from other coded video sequences. The coded video sequence may be received from the channel (312), which may be a hardware/software link to a storage device which stores the encoded video data. The receiver (310) may receive the encoded video data with other data, for example, coded audio data and/or ancillary data streams, that may be forwarded to their respective using entities (not depicted). The receiver (310) may separate the coded video sequence from the other data. To combat network jitter, the buffer memory (315) may be coupled in between the receiver (310) and the entropy decoder/parser (320) (“parser” henceforth). When the receiver (310) is receiving data from a store/forward device of sufficient bandwidth and controllability, or from an isosynchronous network, the buffer (315) may not be used, or can be small. For use on best effort packet networks such as the Internet, the buffer (315) may be required, can be comparatively large, and can be of adaptive size.

The video decoder (210) may include a parser (320) to reconstruct symbols (321) from the entropy coded video sequence. Categories of those symbols include, for example, information used to manage operation of the decoder (210), and potentially information to control a rendering device such as a display (212) that may be coupled to a decoder as illustrated in FIG. 2. The control information for the rendering device(s) may be in the form of, for example, Supplementary Enhancement Information (SEI) messages or Video Usability Information (VUI) parameter set fragments (not depicted). The parser (320) may parse/entropy-decode the coded video sequence received. The coding of the coded video sequence can be in accordance with a video coding technology or standard, and can follow principles well known to a person skilled in the art, including variable length coding, Huffman coding, arithmetic coding with or without context sensitivity, and so forth. The parser (320) may extract from the coded video sequence, a set of subgroup parameters for at least one of the subgroups of pixels in the video decoder, based upon at least one parameters corresponding to the group. Subgroups can include Groups of Pictures (GOPs), pictures, tiles, slices, macroblocks, Coding Units (CUs), blocks, Transform Units (TUs), Prediction Units (PUs) and so forth. The parser (320) may also extract from the coded video sequence information such as transform coefficients, quantizer parameter values, motion vectors, and so forth.

The parser (320) may perform entropy decoding/parsing operation on the video sequence received from the buffer (315), so to create symbols (321).

Reconstruction of the symbols (321) can involve multiple different units depending on the type of the coded video picture or parts thereof (such as: inter and intra picture, inter and intra block), and other factors. Which units are involved, and how they are involved, can be controlled by the subgroup control information that was parsed from the coded video sequence by the parser (320). The flow of such subgroup control information between the parser (320) and the multiple units below is not depicted for clarity.

Beyond the functional blocks already mentioned, decoder 210 can be conceptually subdivided into a number of functional units as described below. In a practical implementation operating under commercial constraints, many of these units interact closely with each other and can, at least partly, be integrated into each other. However, for the purpose of describing the disclosed subject matter, the conceptual subdivision into the functional units below is appropriate.

One unit may be the scaler/inverse transform unit (351). The scaler/inverse transform unit (351) may receive quantized transform coefficient as well as control information, including which transform to use, block size, quantization factor, quantization scaling matrices, etc. as symbol(s) (321) from the parser (320). The scaler/inverse transform unit (351) can output blocks comprising sample values that can be input into the aggregator (355).

In some cases, the output samples of the scaler/inverse transform (351) can pertain to an intra coded block; that is: a block that is not using predictive information from previously reconstructed pictures, but can use predictive information from previously reconstructed parts of the current picture. Such predictive information can be provided by an intra picture prediction unit (352). In some cases, the intra picture prediction unit (352) generates a block of the same size and shape of the block under reconstruction, using surrounding already reconstructed information fetched from the current (partly reconstructed) picture from the current picture memory (358). The aggregator (355), in some cases, adds, on a per sample basis, the prediction information the intra prediction unit (352) has generated to the output sample information as provided by the scaler/inverse transform unit (351).

In other cases, the output samples of the scaler/inverse transform unit (351) can pertain to an inter coded, and potentially motion compensated block. In such a case, a Motion Compensation Prediction unit (353) can access reference picture memory (357) to fetch samples used for prediction. After motion compensating the fetched samples in accordance with the symbols (321) pertaining to the block, these samples can be added by the aggregator (355) to the output of the scaler/inverse transform unit (351) (in this case called the residual samples or residual signal) so to generate output sample information. The addresses within the reference picture memory (357), from which the Motion Compensation Prediction unit (353) fetches prediction samples, can be controlled by motion vectors. The motion vectors may be available to the Motion Compensation Prediction unit (353) in the form of symbols (321) that can have, for example, X, Y, and reference picture components. Motion compensation also can include interpolation of sample values as fetched from the reference picture memory (357) when sub-sample exact motion vectors are in use, motion vector prediction mechanisms, and so forth.

The output samples of the aggregator (355) can be subject to various loop filtering techniques in the loop filter unit (356). Video compression technologies can include in-loop filter technologies that are controlled by parameters included in the coded video bitstream and made available to the loop filter unit (356) as symbols (321) from the parser (320), but can also be responsive to meta-information obtained during the decoding of previous (in decoding order) parts of the coded picture or coded video sequence, as well as responsive to previously reconstructed and loop-filtered sample values.

The output of the loop filter unit (356) can be a sample stream that can be output to a render device such as a display (212), as well as stored in the reference picture memory (357) for use in future inter-picture prediction.

Certain coded pictures, once fully reconstructed, can be used as reference pictures for future prediction. Once a coded picture is fully reconstructed and the coded picture has been identified as a reference picture (by, for example, parser (320)), the current reference picture can become part of the reference picture memory (357), and a fresh current picture memory can be reallocated before commencing the reconstruction of the following coded picture.

The video decoder (210) may perform decoding operations according to a predetermined video compression technology that may be documented in a standard, such as ITU-T Rec. H.265. The coded video sequence may conform to a syntax specified by the video compression technology or standard being used, in the sense that it adheres to the syntax of the video compression technology or standard, as specified in the video compression technology document or standard and specifically in the profiles document therein. Also, for compliance with some video compression technologies or standards, the complexity of the coded video sequence may be within bounds as defined by the level of the video compression technology or standard. In some cases, levels restrict the maximum picture size, maximum frame rate, maximum reconstruction sample rate (measured in, for example megasamples per second), maximum reference picture size, and so on. Limits set by levels can, in some cases, be further restricted through Hypothetical Reference Decoder (HRD) specifications and metadata for HRD buffer management signaled in the coded video sequence.

In an embodiment, the receiver (310) may receive additional (redundant) data with the encoded video. The additional data may be included as part of the coded video sequence(s). The additional data may be used by the video decoder (210) to properly decode the data and/or to more accurately reconstruct the original video data. Additional data can be in the form of, for example, temporal, spatial, or SNR enhancement layers, redundant slices, redundant pictures, forward error correction codes, and so on.

FIG. 4 illustrates an example functional block diagram of a video encoder (203) associated with a video source (201) according to an embodiment of the present disclosure.

The video encoder (203) may include, for example, an encoder that is a source coder (430), a coding engine (432), a (local) decoder (433), a reference picture memory (434), a predictor (435), a transmitter (440), an entropy coder (445), a controller (450), and a channel (460).

The encoder (203) may receive video samples from a video source (201) (that is not part of the encoder) that may capture video image(s) to be coded by the encoder (203).

The video source (201) may provide the source video sequence to be coded by the encoder (203) in the form of a digital video sample stream that can be of any suitable bit depth (for example: 8 bit, 10 bit, 12 bit, . . . ), any colorspace (for example, BT.601 Y CrCB, RGB, . . . ) and any suitable sampling structure (for example Y CrCb 4:2:0, Y CrCb 4:4:4). In a media serving system, the video source (201) may be a storage device storing previously prepared video. In a videoconferencing system, the video source (203) may be a camera that captures local image information as a video sequence. Video data may be provided as a plurality of individual pictures that impart motion when viewed in sequence. The pictures themselves may be organized as a spatial array of pixels, wherein each pixel can comprise one or more sample depending on the sampling structure, color space, etc. in use. A person skilled in the art can readily understand the relationship between pixels and samples. The description below focuses on samples.

According to an embodiment, the encoder (203) may code and compress the pictures of the source video sequence into a coded video sequence (443) in real time or under any other time constraints as required by the application. Enforcing appropriate coding speed is one function of controller (450). The controller (450) may also control other functional units as described below and may be functionally coupled to these units. The coupling is not depicted for clarity. Parameters set by the controller (450) can include rate control related parameters (picture skip, quantizer, lambda value of rate-distortion optimization techniques, . . . ), picture size, group of pictures (GOP) layout, maximum motion vector search range, and so forth. A person skilled in the art can readily identify other functions of controller (450) as they may pertain to video encoder (203) optimized for a certain system design.

Some video encoders operate in what a person skilled in the are readily recognizes as a “coding loop”. As an oversimplified description, a coding loop can consist of the encoding part of the source coder (430) (responsible for creating symbols based on an input picture to be coded, and a reference picture(s)), and the (local) decoder (433) embedded in the encoder (203) that reconstructs the symbols to create the sample data that a (remote) decoder also would create when a compression between symbols and coded video bitstream is lossless in certain video compression technologies. That reconstructed sample stream may be input to the reference picture memory (434). As the decoding of a symbol stream leads to bit-exact results independent of decoder location (local or remote), the reference picture memory content is also bit exact between a local encoder and a remote encoder. In other words, the prediction part of an encoder “sees” as reference picture samples exactly the same sample values as a decoder would “see” when using prediction during decoding. This fundamental principle of reference picture synchronicity (and resulting drift, if synchronicity cannot be maintained, for example because of channel errors) is known to a person skilled in the art.

The operation of the “local” decoder (433) can be the same as of a “remote” decoder (210), which has already been described in detail above in conjunction with FIG. 3. However, as symbols are available and en/decoding of symbols to a coded video sequence by the entropy coder (445) and the parser (320) can be lossless, the entropy decoding parts of decoder (210), including channel (312), receiver (310), buffer (315), and parser (320) may not be fully implemented in the local decoder (433).

An observation that can be made at this point is that any decoder technology, except the parsing/entropy decoding that is present in a decoder, may need to be present, in substantially identical functional form in a corresponding encoder. For this reason, the disclosed subject matter focuses on decoder operation. The description of encoder technologies can be abbreviated as they may be the inverse of the comprehensively described decoder technologies. Only in certain areas a more detail description is required and provided below.

As part of its operation, the source coder (430) may perform motion compensated predictive coding, which codes an input frame predictively with reference to one or more previously-coded frames from the video sequence that were designated as “reference frames.” In this manner, the coding engine (432) codes differences between pixel blocks of an input frame and pixel blocks of reference frame(s) that may be selected as prediction reference(s) to the input frame.

The local video decoder (433) may decode coded video data of frames that may be designated as reference frames, based on symbols created by the source coder (430). Operations of the coding engine (432) may advantageously be lossy processes. When the coded video data may be decoded at a video decoder (not shown in FIG. 4), the reconstructed video sequence typically may be a replica of the source video sequence with some errors. The local video decoder (433) replicates decoding processes that may be performed by the video decoder on reference frames and may cause reconstructed reference frames to be stored in the reference picture memory (434). In this manner, the encoder (203) may store copies of reconstructed reference frames locally that have common content as the reconstructed reference frames that will be obtained by a far-end video decoder (absent transmission errors).

The predictor (435) may perform prediction searches for the coding engine (432). That is, for a new frame to be coded, the predictor (435) may search the reference picture memory (434) for sample data (as candidate reference pixel blocks) or certain metadata such as reference picture motion vectors, block shapes, and so on, that may serve as an appropriate prediction reference for the new pictures. The predictor (435) may operate on a sample block-by-pixel block basis to find appropriate prediction references. In some cases, as determined by search results obtained by the predictor (435), an input picture may have prediction references drawn from multiple reference pictures stored in the reference picture memory (434).

The controller (450) may manage coding operations of the video coder (430), including, for example, setting of parameters and subgroup parameters used for encoding the video data.

Output of all aforementioned functional units may be subjected to entropy coding in the entropy coder (445). The entropy coder translates the symbols as generated by the various functional units into a coded video sequence, by loss-less compressing the symbols according to technologies known to a person skilled in the art as, for example Huffman coding, variable length coding, arithmetic coding, and so forth.

The transmitter (440) may buffer the coded video sequence(s) as created by the entropy coder (445) to prepare it for transmission via a communication channel (460), which may be a hardware/software link to a storage device which would store the encoded video data. The transmitter (440) may merge coded video data from the video coder (430) with other data to be transmitted, for example, coded audio data and/or ancillary data streams (sources not shown).

The controller (450) may manage operation of the encoder (203). During coding, the controller (450) may assign to each coded picture a certain coded picture type, which may affect the coding techniques that may be applied to the respective picture. For example, pictures often may be assigned as an Intra Picture (I picture), a Predictive Picture (P picture), or a Bi-directionally Predictive Picture (B Picture).

An Intra Picture (I picture) may be one that may be coded and decoded without using any other frame in the sequence as a source of prediction. Some video codecs allow for different types of Intra pictures, including, for example Independent Decoder Refresh (IDR) Pictures. A person skilled in the art is aware of those variants of I pictures and their respective applications and features.

A Predictive picture (P picture) may be one that may be coded and decoded using intra prediction or inter prediction using at most one motion vector and reference index to predict the sample values of each block.

A Bi-directionally Predictive Picture (B Picture) may be one that may be coded and decoded using intra prediction or inter prediction using at most two motion vectors and reference indices to predict the sample values of each block. Similarly, multiple-predictive pictures can use more than two reference pictures and associated metadata for the reconstruction of a single block.

Source pictures commonly may be subdivided spatially into a plurality of sample blocks (for example, blocks of 4×4, 8×8, 4×8, or 16×16 samples each) and coded on a block-by-block basis. Blocks may be coded predictively with reference to other (already coded) blocks as determined by the coding assignment applied to the blocks' respective pictures. For example, blocks of I pictures may be coded non-predictively or they may be coded predictively with reference to already coded blocks of the same picture (spatial prediction or intra prediction). Pixel blocks of P pictures may be coded non-predictively, via spatial prediction or via temporal prediction with reference to one previously coded reference pictures. Blocks of B pictures may be coded non-predictively, via spatial prediction or via temporal prediction with reference to one or two previously coded reference pictures.

The video coder (203) may perform coding operations according to a predetermined video coding technology or standard, such as ITU-T Rec. H.265. In its operation, the video coder (203) may perform various compression operations, including predictive coding operations that exploit temporal and spatial redundancies in the input video sequence. The coded video data, therefore, may conform to a syntax specified by the video coding technology or standard being used.

In an embodiment, the transmitter (440) may transmit additional data with the encoded video. The video coder (430) may include such data as part of the coded video sequence. Additional data may comprise temporal/spatial/SNR enhancement layers, other forms of redundant data such as redundant pictures and slices, Supplementary Enhancement Information (SEI) messages, Visual Usability Information (VUI) parameter set fragments, and so on.

Before describing certain aspects of embodiments of the disclosure in more detail, a few terms are introduced below that are referred to in the remainder of this description.

“Sub-Picture” henceforth refers to, in some cases, a rectangular arrangement of samples, blocks, macroblocks, coding units, or similar entities that are semantically grouped, and that may be independently coded in changed resolution. One or more sub-pictures may form a picture. One or more coded sub-pictures may form a coded picture. One or more sub-pictures may be assembled into a picture, and one or more sub pictures may be extracted from a picture. In certain environments, one or more coded sub-pictures may be assembled in the compressed domain without transcoding to the sample level into a coded picture, and in the same or certain other cases, one or more coded sub-pictures may be extracted from a coded picture in the compressed domain.

“Adaptive Resolution Change” (ARC) henceforth refers to mechanisms that allow the change of resolution of a picture or sub-picture within a coded video sequence, by the means of, for example, reference picture resampling. “ARC parameters” henceforth refer to the control information required to perform adaptive resolution change, that may include, for example, filter parameters, scaling factors, resolutions of output and/or reference pictures, various control flags, and so forth.

Above description is focused on coding and decoding a single, semantically independent coded video picture. Before describing the implication of coding/decoding of multiple sub pictures with independent ARC parameters and its implied additional complexity, embodiments for signaling ARC parameters shall be described.

Referring to FIGS. 6A-C, shown are several novel example embodiments for signaling ARC parameters. As noted with each of the embodiments, they have certain advantages from a coding efficiency, complexity, and architecture viewpoint. A video coding standard or technology may implement one or more of these embodiments, and may also include embodiments known from comparative art, for signaling ARC parameters. Comparative art embodiments include the examples illustrated in FIGS. 5A-B. The novel embodiments may not be mutually exclusive, and conceivably may be included in a standard or technology that also includes comparative art embodiments so that either may be used based on application needs, standards technology involved, or encoder's choice.

Classes of ARC parameters may include: (1) up/downsample factors, separate or combined in X and Y dimension, or (2) up/downsample factors, with an addition of a temporal dimension, indicating constant speed zoom in/out for a given number of pictures. Either of the above two may involve the coding or decoding of one or more syntax elements that may point into a table containing the factor(s). Such syntax elements may be short in length in embodiments.

-   -   “Resolution” may refer to resolution in the X or Y dimension, in         units of samples, blocks, macroblocks, CUs, or any other         suitable granularity, of the input picture, output picture,         reference picture, coded picture, combined or separately. If         there are more than one resolution (such as, for example, one         for input picture, one for reference picture) then, in certain         cases, one set of values may be inferred from another set of         values. The resolution could be gated, for example, by the use         of flags. A more detailed example of resolution is provided         further below.     -   “Warping” coordinates, akin to those used in H.263 Annex P, may         be in a suitable granularity as described above. H.263 Annex P         defines one efficient way to code such warping coordinates, but         other, potentially more efficient ways could conceivably also be         used. For example, the variable length reversible,         “Huffman”-style coding of warping coordinates of Annex P could         be replaced by a suitable length binary coding, where the length         of the binary code word could, for example, be derived from a         maximum picture size, possibly multiplied by a certain factor         and offset by a certain value, so to allow for “warping” outside         of the maximum picture size's boundaries.     -   With reference to up or downsample filter parameters, in the         easiest case, there may be only a single filter for up and/or         downsampling. However, in certain cases, it can be advantageous         to allow more flexibility in filter design, which may be         implemented by signaling of filter parameters. Such parameters         may be selected through an index in a list of possible filter         designs, the filter may be fully specified (e.g. through a list         of filter coefficients using suitable entropy coding         techniques), and/or the filter may be implicitly selected         through up/downsample ratios which are signaled according to any         of the mechanisms mentioned above, and so forth.

Henceforth, the description assumes an example case where the coding of a finite set of up/downsample factors (the same factor to be used in both X and Y dimension), that are indicated through a codeword. That codeword can advantageously be variable length coded by, for example, using the Ext-Golomb code common for certain syntax elements in video coding specifications such as H.264 and H.265. One suitable mapping of values to up/downsample factors can, for example, be according to Table 1 below.

TABLE 1 Codeword Ext-Golomb Code Original/Target resolution 0   1   1/1 1  010   1/1.5 (upscale by 50%) 2  011 1.5/1 (downscale by 50%) 3 00100   1/2 (upscale by 100%) 4 00101   2/1 (downscale by 100%)

Many similar mappings could be devised according to the needs of an application and the capabilities of the up and downscale mechanisms available in a video compression technology or standard. The table could be extended to more values. Values may also be represented by entropy coding mechanisms other than Ext-Golomb codes (e.g. using binary coding) that may have certain advantages when the resampling factors were of interest outside the video processing engines (encoder and decoder foremost) themselves, for example by MANEs. It should be noted that, for the (presumably) most common case where no resolution change is required, an Ext-Golomb code can be chosen that is short (e.g. only a single bit as, for example, shown in the second row of TABLE 1) that can have a coding efficiency advantage over using binary codes for the most common case.

The number of entries in the table, as well as their semantics, may be fully or partially configurable. For example, the basic outline of the table may be conveyed in a “high” parameter set such as a sequence or decoder parameter set. Alternatively or in addition, one or more such tables may be defined in a video coding technology or standard, and may be selected through, for example, a decoder or sequence parameter set.

Provided below is a description of how an upsample/downsample factor (ARC information), coded as described above, may be included in a video coding technology or standard syntax. Similar considerations may apply to one or a few codewords controlling up/downsample filters. Provided below is also a description regarding when comparatively large amounts of data may be required for a filter or other data structures.

With reference to FIG. 5A, H.263 Annex P includes ARC information (502) in the form of four warping coordinates within a picture header (501), specifically in an H.263 PLUSPTYPE (503) header extension. Such a design may be sensible when (a) there is a picture header available, and (b) frequent changes of the ARC information are expected. However, the overhead when using H.263-style signaling can be quite high, and scaling factors may not pertain to picture boundaries because picture header can be of transient nature.

With reference to FIG. 5B, JVCET-M135-v1 includes ARC reference information (505), (an index) located in a picture parameter set (504), that indexes a table (506) including target resolutions that is located inside a sequence parameter set (507). The placement of the possible resolution in the table (506) in the sequence parameter set (507) may be justified by using the SPS (507) as an interoperability negotiation point during capability exchange. Resolution can change, within the limits set by the values in the table (506) from picture to picture by referencing the appropriate picture parameter set (504).

With reference to FIGS. 6A-C, the following embodiments of the present disclosure may convey ARC information in a video bitstream to, for example, a decoder of the present disclosure. Each of those embodiments has certain advantages over comparative art described above. The embodiments may be simultaneously present in the same video coding technology or standard.

In an embodiment with reference to FIG. 6A, ARC information (509) such as a resampling (zoom) factor may be present in a header (508) such as, for example, a slice header, GOB header, tile header, or tile group header. As an example, FIG. 6A illustrates the header (508) as a Tile Group header. Such a configuration can be adequate if the ARC information is small, such as a single variable length ue(v) or fixed length codeword of a few bits, for example as shown in TABLE 1. Having the ARC information directly in a tile group header has the additional advantage that the ARC information may be applicable to a sub picture represented by, for example, the tile group corresponding to the tile group header, rather than the whole picture. In addition, even if the video compression technology or standard uses only whole picture adaptive resolution changes (in contrast to, for example, tile group based adaptive resolution changes), putting the ARC information into a tile group header (e.g. into an H.263-style picture header) has certain advantages from an error resilience viewpoint. While the above description describes the ARC information (509) being present in a tile group header, it will be understood that the above description may also similarly apply in cases where the ARC information (509) is present in, for example, a slice header, GOB header, or tile header.

In the same or another embodiment with reference to FIG. 6B, ARC information (512) itself may be present in an appropriate parameter set (511) such as, for example, a picture parameter set, header parameter set, tile parameter set, adaptation parameter set, and so forth. As an example, FIG. 6B illustrates the parameter set (511) as an adaptation parameter set (APS). The scope of that parameter set can advantageously be no larger than a picture. For example, the scope of the parameter set may be a tile group. The use of the ARC information (512) may be implicit through the activation of the relevant parameter set. For example, when a video coding technology or standard contemplates only picture-based ARC, then a picture parameter set or equivalent may be appropriate as the relevant parameter set.

In the same or another embodiment with reference to FIG. 6C, ARC reference information (513) may be present in a Tile Group header (514) or a similar data structure. The ARC reference information (513) can refer to a subset of ARC information (515) available in a parameter set (516) with a scope beyond a single picture. For example, the parameter set (516) may be a sequence parameter set (SPS) or a decoder parameter set (DPS).

The additional level of indirection implied activation of a PPS from a tile group header, PPS, or SPS as used in JVET-M0135-v1 may be unnecessary, as picture parameter sets, just as sequence parameter sets, can be used for capability negotiation or announcements. However, if ARC information should be applicable to a sub picture that is also represented by, for example, a tile group(s), a parameter set (e.g. an adaptation parameter set or a header parameter set) with an activation scope limited to a tile group may be the better choice. Also, if the ARC information is of more than negligible size—for example contains filter control information such as numerous filter coefficients—then a parameter may be a better choice than using a header directly from a coding efficiency viewpoint, as those settings may be reusable by future pictures or sub-pictures by referencing the same parameter set.

When using the sequence parameter set or another higher parameter set with a scope spanning multiple pictures, certain considerations may apply:

(1) The parameter set (516) to store the ARC information (515) in a table can, in some cases, be a sequence parameter set, but in other cases can advantageously be a decoder parameter set. The decoder parameter set can have an activation scope of multiple CVSs, namely the coded video stream, i.e. all coded video bits from session start until session teardown. Such a scope may be more appropriate because possible ARC factors may be a decoder feature, possibly implemented in hardware, and hardware features tend not to change with any CVS (which in at least some entertainment systems is a Group of Pictures, one second or less in length). Nevertheless, some embodiments may include the ARC information table in the sequence parameter set as described herein, in particular in conjunction with point (2) below.

(2) The ARC reference information (513) may advantageously be placed directly into the header (514) (e.g. picture/slice tile/GOB/tile group header; tile group header henceforth) rather than into the picture parameter set as in JVCET-M0135-v1, The reason is as follows: when an encoder wants to change a single value in a picture parameter set, such as for example the ARC reference information, then the encoder may have to create a new PPS and reference that new PPS. In a case that only the ARC reference information changes, but other information such as, for example, the quantization matrix information in the PPS stays, such information can be of substantial size, and would need to be retransmitted to make the new PPS complete. As the ARC reference information may be a single codeword, such as the index into an ARC information table, which would be the only value that changes, it would be cumbersome and wasteful to retransmit, for example, all the quantization matrix information. Accordingly, placing ARC reference information directly into a header (e.g. header (514)) may be considerably better from a coding efficiency viewpoint because indirection through the PPS, as proposed in JVET-M0135-v1, can be avoided. Also, putting the ARC reference information into the PPS has the additional disadvantage that the ARC information referenced by ARC reference information necessarily needs to apply to the whole picture and not to a sub-picture, as the scope of a picture parameter set activation is a picture.

In the same or another embodiment, the signaling of ARC parameters can follow a detailed example as outlined in FIGS. 7A-B. FIGS. 7A-B depict syntax diagrams. The notation of such syntax diagrams roughly follows C-style programming. Lines in boldface indicate syntax elements present in the bitstream, and lines without boldface often indicate control flow or the setting of variables.

As an example syntax structure of a header applicable to a (possibly rectangular) part of a picture, a tile grouper header (600) can conditionally contain, a variable length, Exp-Golomb coded syntax element dec_pic_size_idx (602) (depicted in boldface). The presence of this syntax element in the tile group header (600) can be gated by the use of adaptive resolution (603). Here, the value of the adaptive resolution flag is not depicted in boldface, which means that the flag is present in the bitstream at the point where it occurs in the syntax diagram. Whether or not adaptive resolution is in use for this picture or parts thereof can be signaled in any high level syntax structure inside or outside the bitstream. In the example illustrated in FIGS. 7A-B, adaptive resolution is signaled in a sequence parameter set (610) as outlined below.

FIG. 7B illustrates an excerpt of the sequence parameter set (610). The first syntax element shown is adaptive_pic_resolution_change_flag (611). When true, such flag can indicate the use of adaptive resolution which, in turn, may require certain control information. In the example, such control information is conditionally present based on the value of the flag based on the if( ) statement (612) in the sequence parameter set (610) and the tile group header (600).

When adaptive resolution is in use, in this example, coded is an output resolution (613) in units of samples. The output resolution (613) in this example embodiment refers to both of syntax elements output_pic_width_in_luma_samples and output_pic_height_in_luma_samples, which together can define the resolution of the output picture. Elsewhere in a video coding technology or standard, certain restrictions to either value can be defined. For example, a level definition may limit the number of total output samples, which could be the product of the value of the above two syntax elements. Also, certain video coding technologies or standards, or external technologies or standards such as, for example, system standards, may limit the numbering range (for example, one or both dimensions must be divisible by a power of 2 number), or the aspect ratio (for example, the width and height must be in a relation such as 4:3 or 16:9). Such restrictions may be introduced to facilitate hardware implementations or for other reasons.

In certain applications, it can be advisable that the encoder instructs the decoder to use a certain reference picture size rather than implicitly assume a size to be the output picture size. In this example, the syntax element reference_pic_size_present_flag (614) gates the conditional presence of reference picture dimensions (615) (again, the numeral refers to both width and height in the example embodiment).

FIG. 7B further illustrates a table of possible decoding picture width and heights. Such a table can be expressed, for example, by a table indication (616) (e.g. syntax element num_dec_pic_size_in_luma_samples_minus1). The “minus1” of the syntax element can refer to the interpretation of the value of that syntax element. For example, if the coded value of the syntax element is zero, one table entry is present. If the coded value is five, six table entries are present. For each “line” in the table, decoded picture width and height are then included in syntaxes as table entries (617).

The table entries (617) presented can be indexed using the syntax element dec_pic_size_idx (602) in the tile group header (600), thereby allowing different decoded sizes—in effect, zoom factors—per tile group.

Certain video coding technologies or standards, for example VP9, support spatial scalability by implementing certain forms of reference picture resampling (which may be signaled quite differently from embodiments of the present disclosure) in conjunction with temporal scalability, so to enable spatial scalability. In particular, certain reference pictures may be upsampled using ARC-style technologies to a higher resolution to form the base of a spatial enhancement layer. Such upsampled pictures could be refined using normal prediction mechanisms at the high resolution so to add detail.

Embodiments of the disclosure can be used in such an environment. In certain cases, in the same or another embodiment, a value in the NAL unit header, for example the Temporal ID field, can be used to indicate not only the temporal but also the spatial layer. Doing so has certain advantages for certain system designs; for example, existing Selected Forwarding Units (SFU) created and optimized for temporal layer selected forwarding based on the NAL unit header Temporal ID value can be used without modification for scalable environments. In order to enable that, embodiments of the present disclosure may include a mapping between the coded picture size and the temporal layer to be indicated by the temporal ID field in the NAL unit header.

In some video coding technologies, an Access Unit (AU) can refer to coded picture(s), slice(s), tile(s), NAL Unit(s), and so forth, that were captured and composed into a respective picture/slice/tile/NAL unit bitstream at a given instance in time. Such instance in time can be the composition time.

In HEVC, and certain other video coding technologies, a picture order count (POC) value can be used for indicating a selected reference picture among multiple reference picture stored in a decoded picture buffer (DPB). When an access unit (AU) comprises one or more pictures, slices, or tiles, each picture, slice, or tile belonging to the same AU may carry the same POC value, from which it can be derived that they were created from content of the same composition time. In other words, it can be determined that two picture/slice/tile belong to the same AU and have the same composition time in a scenario where the two pictures/slices/tiles carry the same given POC value. Conversely, two pictures/tiles/slices having different POC values can indicate those pictures/slices/tiles belong to different AUs and have different composition times.

In an embodiment of the disclosure, the aforementioned rigid relationship can be relaxed in that an access unit can comprise pictures, slices, or tiles with different POC values. By allowing different POC values within an AU, it becomes possible to use the POC value to identify potentially independently decodable pictures/slices/tiles with identical presentation time. Accordingly, the embodiment of the present disclosure can enable support of multiple scalable layers without a change of reference picture selection signaling (e.g. reference picture set signaling or reference picture list signaling), as described in more detail below.

In an embodiment, it is still desirable to be able to identify the AU in which a picture/slice/tile belongs to, with respect to other picture/slices/tiles having different POC values, from the POC value alone. This can be achieved in embodiments as described below.

In the same or other embodiments, an access unit count (AUC) may be signaled in a high-level syntax structure, such as NAL unit header, slice header, tile group header, SEI message, parameter set or AU delimiter. The value of AUC may be used to identify which NAL units, pictures, slices, or tiles belong to a given AU. The value of AUC may be corresponding to a distinct composition time instance. The AUC value may be equal to a multiple of the POC value. By dividing the POC value by an integer value, the AUC value may be calculated. In certain cases, division operations can place a certain burden on decoder implementations. In such cases, small restrictions in the numbering space of the AUC values may allow substitution of the division operation by shift operations performed by embodiments of the present disclosure. For example, the AUC value may be equal to a Most Significant Bit (MSB) value of the POC value range.

In the same embodiment, a value of POC cycle per AU (e.g. syntax element poc_cycle_au) may be signaled in a high-level syntax structure, such as NAL unit header, slice header, tile group header, SEI message, parameter set or AU delimiter. The poc_cycle_au syntax elements may indicate how many different and consecutive POC values can be associated with the same AU. For example, if the value of poc_cycle_au is equal to 4, the pictures, slices or tiles with the POC value equal to 0-3, inclusive, are associated with the AU with AUC value equal to 0, and the pictures, slices or tiles with POC value equal to 4-7, inclusive, are associated with the AU with AUC value equal to 1. Hence, the value of AUC may be inferred by embodiments of the present disclosure by dividing the POC value by the value of poc_cycle_au.

In the same or another embodiment, the value of poc_cycle_au may be derived from information, located for example in the video parameter set (VPS), that identifies the number of spatial or SNR layers in a coded video sequence. Such a possible relationship is briefly described below. While the derivation as described above may save a few bits in the VPS and hence may improves coding efficiency, it can be advantageous to explicitly code poc_cycle_au in an appropriate high level syntax structure hierarchically below the video parameter set, so to be able to minimize poc_cycle_au for a given small part of a bitstream such as a picture. This optimization may save more bits than can be saved through the derivation process above because POC values (and/or values of syntax elements indirectly referring to POC) may be coded in low level syntax structures.

In the same or another embodiment, FIG. 9A illustrates an example of a syntax table to signal the syntax element of vps_poc_cycle_au (632) in VPS (630) or SPS, which indicates the poc_cycle_au used for all picture/slices in a coded video sequence, and FIG. 9B illustrates an example of a syntax table to signal the syntax element of slice_poc_cycle_au (642), which indicates the poc_cycle_au of the current slice in slice header (640). If the POC value increases uniformly per AU, vps_contant_poc_cycle_per_au (634) in VPS (630) is set equal to 1 and vps_poc_cycle_au (632) is signaled in VPS (630). In this case, slice_poc_cycle_au (642) is not explicitly signaled, and the value of AUC for each AU is calculated by dividing the value of POC by vps_poc_cycle_au (632). If the POC value does not increase uniformly per AU, vps_contant_poc_cycle_per_au (634) in VPS (630) is set equal to 0. In this case, vps_access_unit_cnt is not signaled, while slice_access_unit_cnt is signaled in slice header for each slice or picture. Each slice or picture may have a different value of slice_access_unit_cnt. The value of AUC for each AU is calculated by dividing the value of POC by slice_poc_cycle_au (642).

FIG. 10 illustrates a block diagram for describing relevant work flow of the embodiment. For example, the decoder (or encoder) parses VPS/SPS an identifies whether the POC cycle per AU is constant or not (652). Following, the decoder (or encoder) makes a decision (654) based on whether the POC cycle per AU is constant within a coded video sequence. That is, if the POC cycle per AU is constant, the decoder (or encoder) calculates the value of the access unit count from the sequence level poc_cycle_au value and POC value (656). Alternatively, if the POC cycle per AU is not constant, the decoder (or encoder) calculates the value of access unit count from the picture level poc_cycle_au value and POC value (658). In either case, the decoder (or encoder) may then repeat the process by, for example, parsing a VPS/SPS, and identifying whether the POC cycle per AU is constant or not (662).

In the same or other embodiments, even though the value of POC of a picture, slice, or tile may be different, the picture, slice, or tile corresponding to an AU with the same AUC value may be associated with the same decoding or output time instance. Hence, without any inter-parsing/decoding dependency across pictures, slices, or tiles in the same AU, all or a subset of pictures, slices, or tiles associated with the same AU may be decoded in parallel, and may be outputted at the same time instance.

In the same or other embodiments, even though the value of POC of a picture, slice, or tile may be different, the picture, slice, or tile corresponding to an AU with the same AUC value may be associated with the same composition/display time instance. When the composition time is contained in a container format, even though pictures correspond to different AUs, if the pictures have the same composition time, the pictures can be displayed at the same time instance.

In the same or other embodiments, each picture, slice, or tile may have the same temporal identifier (e.g. syntax element temporal_id) in the same AU. All or subset of pictures, slices or tiles corresponding to a time instance may be associated with the same temporal sub-layer. In the same or other embodiments, each picture, slice, or tile may have the same or a different spatial layer id (e.g. sytax element layer_id) in the same AU. All or subset of pictures, slices or tiles corresponding to a time instance may be associated with the same or a different spatial layer.

FIG. 8 shows an example of a video sequence structure (680) with combination of temporal_id, layer_id, and POC and AUC values with adaptive resolution change. In this example, a picture, slice, or tile in the first AU with AUC=0 may have temporal_id=0 and layer_id=0 or 1, while a picture, slice, or tile in the second AU with AUC=1 may have temporal_id=1 and layer_id=0 or 1, respectively. The value of POC is increased by 1 per picture regardless of the values of temporal_id and layer_id. In this example, the value of poc_cycle_au can be equal to 2. In an embodiment, the value of poc_cycle_au may be set equal to the number of (spatial scalability) layers. In this example, the value of POC is increased by 2 while the value of AUC is increased by 1. As an example, FIG. 8 illustrates, within the first AU (AUC=0), an I-slice (681) having a POC 0, TID 0, and LID 0, and a B-slice (682) having a POC 1, TID 0, and LID 1. Within the second AU (AUC=1), FIG. 8 illustrates a B-slice (683) having a POC 2, TID 1, and LID 0, and a B-slice (684) having a POC 3, TID 1, and LID 1. Within the third AU (AUC=3), FIG. 8 illustrates a B-slice (685) having a POC 4, TID 0, and LID 0, and a B-slice (686) having a POC 5, TID 0, and LID 1.

In the above embodiments, all or sub-set of inter-picture or inter-layer prediction structure and reference picture indication may be supported by using the existing reference picture set (RPS) signaling in HEVC or the reference picture list (RPL) signaling. In RPS or RPL, the selected reference picture is indicated by signaling the value of POC or the delta value of POC between the current picture and the selected reference picture. In embodiments of the present disclosure, the RPS and RPL can be used to indicate the inter-picture or inter-layer prediction structure without change of signaling, but with the following restrictions. If the value of temporal_id of a reference picture is greater than the value of temporal_id of a current picture, the current picture may not use the reference picture for motion compensation or other predictions. If the value of layer_id of a reference picture is greater than the value of layer_id of the current picture, the current picture may not use the reference picture for motion compensation or other predictions.

In the same and other embodiments, the motion vector scaling based on POC difference for temporal motion vector prediction may be disabled across multiple pictures within an access unit. Hence, although each picture may have a different POC value within an access unit, the motion vector may not be scaled and used for temporal motion vector prediction within an access unit, because a reference picture with a different POC in the same AU may be considered a reference picture having the same time instance. Therefore, in the embodiment, the motion vector scaling function may return 1 when the reference picture belongs to the AU associated with the current picture.

In the same and other embodiments, the motion vector scaling based on POC difference for temporal motion vector prediction may be optionally disabled across multiple pictures, when the spatial resolution of the reference picture is different from the spatial resolution of the current picture. When the motion vector scaling is allowed, the motion vector may be scaled based on both POC difference and the spatial resolution ratio between the current picture and the reference picture.

In the same or another embodiment, the motion vector may be scaled based on AUC difference instead of POC difference for temporal motion vector prediction, especially when the poc_cycle_au has non-uniform value (when vps_contant_poc_cycle_per_au==0). Otherwise (when vps_contant_poc_cycle_per_au==1), the motion vector scaling based on AUC difference may be identical to the motion vector scaling based on POC difference.

In the same or another embodiment, when the motion vector is scaled based on AUC difference, the reference motion vector in the same AU (with the same AUC value) with the current picture is not scaled based on AUC difference and used for motion vector prediction without scaling or with scaling based on spatial resolution ratio between the current picture and the reference picture.

In the same and other embodiments, the AUC value is used for identifying the boundary of AU and used for hypothetical reference decoder (HRD) operation, which needs input and output timing with AU granularity. In most cases, the decoded picture with the highest layer in an AU may be outputted for display. The AUC value and the layer_id value can be used for identifying the output picture.

In an embodiment, a picture may comprise one or more sub-pictures. Each sub-picture may cover a local region or the entire region of the picture. The region supported by a sub-picture may or may not be overlapped with the region supported by another sub-picture. The region composed by one or more sub-pictures may or may not cover the entire region of a picture. If a picture consists of a sub-picture, the region supported by the sub-picture may be identical to the region supported by the picture.

In the same embodiment, a sub-picture may be coded by a coding method similar to the coding method used for the coded picture. A sub-picture may be independently coded or may be coded dependent on another sub-picture or a coded picture. A sub-picture may or may not have any parsing dependency from another sub-picture or a coded picture.

In the same embodiment, a coded sub-picture may be contained in one or more layers. A coded sub-picture in a layer may have a different spatial resolution. The original sub-picture may be spatially re-sampled (up-sampled or down-sampled), coded with different spatial resolution parameters, and contained in a bitstream corresponding to a layer.

In the same or another embodiment, a sub-picture with (W, H), where W indicates the width of the sub-picture and H indicates the height of the sub-picture, respectively, may be coded and contained in the coded bitstream corresponding to layer 0, while the up-sampled (or down-sampled) sub-picture from the sub-picture with the original spatial resolution, with (W*S_(w,k), H*S_(h,k)), may be coded and contained in the coded bitstream corresponding to layer k, where S_(w,k), S_(h,k) indicate the resampling ratios, horizontally and vertically. If the values of S_(w,k), S_(h,k) are greater than 1, the resampling is equal to the up-sampling. Whereas, if the values of S_(w,k), S_(h,k) are smaller than 1, the resampling is equal to the down-sampling.

In the same or another embodiment, a coded sub-picture in a layer may have a different visual quality from that of the coded sub-picture in another layer in the same sub-picture or different subpicture. For example, sub-picture i in a layer, n, is coded with the quantization parameter, Q_(i,n), while a sub-picture j in a layer, m, is coded with the quantization parameter, Q_(j,m).

In the same or another embodiment, a coded sub-picture in a layer may be independently decodable, without any parsing or decoding dependency from a coded sub-picture in another layer of the same local region. The sub-picture layer, which can be independently decodable without referencing another sub-picture layer of the same local region, is the independent sub-picture layer. A coded sub-picture in the independent sub-picture layer may or may not have a decoding or parsing dependency from a previously coded sub-picture in the same sub-picture layer, but the coded sub-picture may not have any dependency from a coded picture in another sub-picture layer.

In the same or another embodiment, a coded sub-picture in a layer may be dependently decodable, with any parsing or decoding dependency from a coded sub-picture in another layer of the same local region. The sub-picture layer, which can be dependently decodable with referencing another sub-picture layer of the same local region, is the dependent sub-picture layer. A coded sub-picture in the dependent sub-picture may reference a coded sub-picture belonging to the same sub-picture, a previously coded sub-picture in the same sub-picture layer, or both reference sub-pictures.

In the same or another embodiment, a coded sub-picture comprises one or more independent sub-picture layers and one or more dependent sub-picture layers. However, at least one independent sub-picture layer may be present for a coded sub-picture. The independent sub-picture layer may have the value of the layer identifier (e.g. syntax element layer_id), which may be present in NAL unit header or another high-level syntax structure, equal to 0. The sub-picture layer with the layer_id equal to 0 may be the base sub-picture layer.

In the same or another embodiment, a picture may comprise one or more foreground sub-pictures and one background sub-picture. The region supported by a background sub-picture may be equal to the region of the picture. The region supported by a foreground sub-picture may be overlapped with the region supported by a background sub-picture. The background sub-picture may be a base sub-picture layer, while the foreground sub-picture may be a non-base (enhancement) sub-picture layer. One or more non-base sub-picture layers may reference the same base layer for decoding. Each non-base sub-picture layer with layer_id equal to a may reference a non-base sub-picture layer with layer_id equal to b, where a is greater than b.

In the same or another embodiment, a picture may comprise one or more foreground sub-pictures with or without a background sub-picture. Each sub-picture may have its own base sub-picture layer and one or more non-base (enhancement) layers. Each base sub-picture layer may be referenced by one or more non-base sub-picture layers. Each non-base sub-picture layer with layer_id equal to a may reference a non-base sub-picture layer with layer_id equal to b, where a is greater than b.

In the same or another embodiment, a picture may comprise one or more foreground sub-pictures with or without a background sub-picture. Each coded sub-picture in a (base or non-base) sub-picture layer may be referenced by one or more non-base layer sub-pictures belonging to the same sub-picture and one or more non-base layer sub-pictures, which are not belonging to the same sub-picture.

In the same or another embodiment, a picture may comprise one or more foreground sub-pictures with or without a background sub-picture. A sub-picture in a layer a may be further partitioned into multiple sub-pictures in the same layer. One or more coded sub-pictures in a layer b may reference the partitioned sub-picture in a layer a.

In the same or another embodiment, a coded video sequence (CVS) may be a group of the coded pictures. The CVS may comprise of one or more coded sub-picture sequences (CSPS), where the CSPS may be a group of coded sub-pictures covering the same local region of the picture. A CSPS may have the same or a different temporal resolution than that of the coded video sequence.

In the same or another embodiment, a CSPS may be coded and contained in one or more layers. A CSPS may comprise or consist of one or more CSPS layers. Decoding one or more CSPS layers corresponding to a CSPS may reconstruct a sequence of sub-pictures corresponding to the same local region.

In the same or another embodiment, the number of CSPS layers corresponding to a CSPS may be identical to or different from the number of CSPS layers corresponding to another CSPS.

In the same or another embodiment, a CSPS layer may have a different temporal resolution (e.g. frame rate) from another CSPS layer. The original (uncompressed) sub-picture sequence may be temporally re-sampled (up-sampled or down-sampled), coded with different temporal resolution parameters, and contained in a bitstream corresponding to a layer.

In the same or another embodiment, a sub-picture sequence with the frame rate, F, may be coded and contained in the coded bitstream corresponding to layer 0, while the temporally up-sampled (or down-sampled) sub-picture sequence from the original sub-picture sequence, with F*S_(t,k), may be coded and contained in the coded bitstream corresponding to layer k, where S_(t,k) indicates the temporal sampling ratio for layer k. If the value of S_(t,k) is greater than 1, the temporal resampling process is equal to the frame rate up conversion. Whereas, if the value of S_(t,k) is smaller than 1, the temporal resampling process is equal to the frame rate down conversion.

In the same or another embodiment, when a sub-picture with a CSPS layer a is referenced by a sub-picture with a CSPS layer b for motion compensation or any inter-layer prediction, if the spatial resolution of the CSPS layer a is different from the spatial resolution of the CSPS layer b, decoded pixels in the CSPS layer a are resampled and used for reference. The resampling process may need an up-sampling filtering or a down-sampling filtering.

FIG. 11 shows an example video stream including a background video CSPS with layer_id equal to 0 and multiple foreground CSPS layers. While a coded sub-picture may comprise of one or more enhancement CSPS layers (704), a background region, which does not belong to any foreground CSPS layer, may comprise a base layer (702). The base layer (702) may contain a background region and foreground regions, while an enhancement CSPS layer (704) contains a foreground region. An enhancement CSPS layer (704) may have a better visual quality than the base layer (702), at the same region. The enhancement CSPS layer (704) may reference the reconstructed pixels and the motion vectors of the base layer (702), corresponding to the same region.

In the same or another embodiment, the video bitstream corresponding to a base layer (702) is contained in a track, while the CSPS layers (704) corresponding to each sub-picture are contained in a separated track, in a video file.

In the same or another embodiment, the video bitstream corresponding to a base layer (702) is contained in a track, while CSPS layers (704) with the same layer_id are contained in a separated track. In this example, a track corresponding to a layer k includes CSPS layers (704) corresponding to the layer k, only.

In the same or another embodiment, each CSPS layer (704) of each sub-picture is stored in a separate track. Each track may or may not have any parsing or decoding dependency from one or more other tracks.

In the same or another embodiment, each track may contain bitstreams corresponding to layer i to layer j of CSPS layers (704) of all or a subset of sub-pictures, where 0<i=<j=<k, k being the highest layer of CSPS.

In the same or another embodiment, a picture comprises or consists of one or more associated media data including depth map, alpha map, 3D geometry data, occupancy map, etc. Such associated timed media data can be divided to one or multiple data sub-stream each of which corresponding to one sub-picture.

In the same or another embodiment, FIG. 12 shows an example of a video conference based on the multi-layered sub-picture method. In a video stream, one base layer video bitstream corresponding to the background picture and one or more enhancement layer video bitstreams corresponding to foreground sub-pictures are contained. Each enhancement layer video bitstream may correspond to a CSPS layer. In a display, the picture corresponding to the base layer (712) is displayed by default. The base layer (712) may contain one or more user's picture in a picture (PIP). When a specific user is selected by a client's control, the enhancement CSPS layer (714) corresponding to the selected user is decoded and displayed with the enhanced quality or spatial resolution.

FIG. 13 illustrates a diagram for operation of the embodiment. In the embodiment, a decoder may decode the video bitstream that includes multiple layers such as, for example, one base layer and one or more enhancement CSPS layers (722). Following, the decoder may identify the background region and one or more foreground sub-pictures (724) and make a decision as to whether a specific sub-picture region is selected (726). If a specific sub-picture region corresponding to, for example, a user's PIP is selected (YES), the decoder may decode and display the enhanced sub-picture corresponding to the selected user (728). For example, the decoder may decode and display the image corresponding to the enhancement CSPS layer (714). If no specific sub-picture region is selected (NO), the decoder may decode and display the background region (730). For example, the decoder may decode and display the image corresponding to the base layer (712).

In the same or another embodiment, a network middle box (such as router) may select a subset of layers to send to a user depending on its bandwidth. The picture/subpicture organization may be used for bandwidth adaptation. For instance, if the user does not have the bandwidth, the router strips of layers or selects some subpictures due to their importance or based on used setup. In an embodiment, such processes may be done dynamically to adapt to bandwidth.

FIG. 14 illustrates an example use case of 360 video. When a spherical 360 picture (742) is projected onto a planar picture, the spherical 360 picture (742) that is projected may be partitioned into multiple sub-pictures (745) as a base layer (744). An enhancement layer (746) of a specific one of the sub-pictures (745) may be coded and transmitted to a client. A decoder may decode both the base layer (744) including all sub-pictures (745) and an enhancement layer (746) of a selected one of the sub-pictures (745). When the current viewport is identical to the selected one of the sub-pictures (745), the displayed picture may have a higher quality with the decoded sub-picture (745) with the enhancement layer (746). Otherwise, the decoded picture with the base layer (744) can be displayed with a lower quality.

In the same or another embodiment, any layout information for display may be present in a file as supplementary information (such as SEI message or metadata). One or more decoded sub-pictures may be relocated and displayed depending on the signaled layout information. The layout information may be signaled by a streaming server or a broadcaster, or may be regenerated by a network entity or a cloud server, or may be determined by a user's customized setting.

In an embodiment, when an input picture is divided into one or more (rectangular) sub-region(s), each sub-region may be coded as an independent layer. Each independent layer corresponding to a local region may have a unique layer_id value. For each independent layer, the sub-picture size and location information may be signaled. For example, picture size (width, height) and offset information of the left-top corner (x_offset, y_offset) may be signaled. FIG. 15A illustrates an example of the layout of divided sub-pictures (752), FIG. 15B illustrates an example of a corresponding sub-picture size and position information of one of the sub-pictures (752), and FIG. 16 illustrates the corresponding picture prediction structure. The layout information including the sub-picture size(s) and the sub-picture position(s) may be signaled in a high-level syntax structure, such as parameter set(s), header of slice or tile group, or SEI message.

In the same embodiment, each sub-picture corresponding to an independent layer may have its unique POC value within an AU. When a reference picture among pictures stored in DPB is indicated by using syntax element(s) in RPS or RPL structure, the POC value(s) of each sub-picture corresponding to a layer may be used.

In the same or another embodiment, in order to indicate the (inter-layer) prediction structure, the layer_id may not be used and the POC (delta) value may be used.

In the same embodiment, a sub-picture with a POC value equal to N corresponding to a layer (or a local region) may or may not be used as a reference picture of a sub-picture with a POC value equal to K+N, corresponding to the same layer (or the same local region) for motion compensated prediction. In most cases, the value of the number K may be equal to the maximum number of (independent) layers, which may be identical to the number of sub-regions.

In the same or another embodiment, FIGS. 17-18 illustrate an extended case of FIGS. 15A-B and FIG. 16. When an input picture is divided into multiple (e.g. four) sub-regions, each local region may be coded with one or more layers. In the case, the number of independent layers may be equal to the number of sub-regions, and one or more layers may correspond to a sub-region. Thus, each sub-region may be coded with one or more independent layer(s) and zero or more dependent layer(s).

In the same embodiment, with reference to FIG. 17, the input picture may be divided into four sub-regions, including a top-left sub-region (762), a top-right sub-region (763), a bottom-left sub-region (764), and a bottom-right sub-region (765). The top-right sub-region (763) may be coded as two layers, which are layer 1 and layer 4, while the bottom-right sub-region (765) may be coded as two layers, which are layer 3 and layer 5. In this case, the layer 4 may reference the layer 1 for motion compensated prediction, while the layer 5 may reference the layer 3 for motion compensation.

In the same or another embodiment, in-loop filtering (such as deblocking filtering, adaptive in-loop filtering, reshaper, bilateral filtering or any deep-learning based filtering) across layer boundary may be (optionally) disabled.

In the same or another embodiment, motion compensated prediction or intra-block copy across layer boundary may be (optionally) disabled.

In the same or another embodiment, boundary padding for motion compensated prediction or in-loop filtering at the boundary of sub-picture may be processed optionally. A flag indicating whether the boundary padding is processed or not may be signaled in a high-level syntax structure, such as parameter set(s) (VPS, SPS, PPS, or APS), slice or tile group header, or SEI message.

In the same or another embodiment, the layout information of sub-region(s) (or sub-picture(s)) may be signaled in VPS or SPS. FIG. 19A shows an example of syntax elements in a VPS (770), and FIG. 19B shows an example of syntax elements of an SPS (780). In this example, vps_sub_picture_dividing_flag (772) is signaled in VPS (770). The flag may indicate whether input picture(s) are divided into multiple sub-regions or not. When the value of vps_sub_picture_dividing_flag (772) is equal to 0, the input picture(s) in the coded video sequence(s) corresponding to the current VPS may not be divided into multiple sub-regions. In this case, the input picture size may be equal to the coded picture size (pic_width_in_luma_samples (786), pic_height_in_luma_samples (788)), which is signaled in SPS (680). When the value of vps_sub_picture_dividing_flag (772) is equal to 1, the input picture(s) may be divided into multiple sub-regions. In this case, the syntax elements vps_full_pic_width_in_luma_samples (774) and vps_full_pic_height_in_luma_samples (776) are signaled in VPS (770). The values of vps_full_pic_width_in_luma_samples (774) and vps_full_pic_height_in_luma_samples (776) may be equal to the width and height of the input picture(s), respectively.

In the same embodiment, the values of vps_full_pic_width_in_luma_samples (774) and vps_full_pic_height_in_luma_samples (776) may not be used for decoding, but may be used for composition and display.

In the same embodiment, when the value of vps_sub_picture_dividing_flag (772) is equal to 1, the syntax elements pic_offset_x (782) and pic_offset_y (784)) may be signaled in SPS (780), which corresponds to a specific layer(s). In this case, the coded picture size (pic_width_in_luma_samples (786), pic_height_in_luma_samples (788)) signaled in SP S (780) may be equal to the width and height of the sub-region corresponding to a specific layer. Also, the position (pic_offset_x (782), pic_offset_y (784)) of the left-top corner of the sub-region may be signaled in SPS (780).

In the same embodiment, the position information (pic_offset_x (782), pic_offset_y (784)) of the left-top corner of the sub-region may not be used for decoding, but may be used for composition and display.

In the same or another embodiment, the layout information (size and position) of all or sub-set sub-region(s) of (an) input picture(s), and the dependency information between layer(s) may be signaled in a parameter set or an SEI message. FIG. 20 illustrates an example of syntax elements that indicate the information of the layout of sub-regions, the dependency between layers, and the relation between a sub-region and one or more layers. In this example, the syntax element num_sub_region (791) indicates the number of (rectangular) sub-regions in the current coded video sequence. The syntax element num_layers (792) indicates the number of layers in the current coded video sequence. The value of num_layers (792) may be equal to or greater than the value of num_sub_region (791). When any sub-region is coded as a single layer, the value of num_layers (792) may be equal to the value of num_sub_region (791). When one or more sub-regions are coded as multiple layers, the value of num_layers (792) may be greater than the value of num_sub_region (791). The syntax element direct_dependency_flag[i][j] (793) indicates the dependency from the j-th layer to the i-th layer. The syntax element num_layers_for_region[i] (794) indicates the number of layers associated with the i-th sub-region. The syntax element sub_region_layer_id[i][j] (795) indicates the layer_id of the j-th layer associated with the i-th sub-region. The syntax elements sub_region_offset_x[i] (796) and sub_region_offset_y[i] (797) indicate the horizontal and vertical location of the left-top corner of the i-th sub-region, respectively. The syntax elements sub_region_width [i] (798) and sub_region_height[i] (799) indicate the width and height of the i-th sub-region, respectively.

The techniques for signaling adaptive resolution parameters described above, can be implemented as computer software using computer-readable instructions and physically stored in one or more computer-readable media. For example, FIG. 21 shows a computer system (900) suitable for implementing embodiments of the disclosed subject matter.

The computer software can be coded using any suitable machine code or computer language, that may be subject to assembly, compilation, linking, or like mechanisms to create code comprising instructions that can be executed directly, or through interpretation, micro-code execution, and the like, by computer central processing units (CPUs), Graphics Processing Units (GPUs), and the like.

The instructions can be executed on various types of computers or components thereof, including, for example, personal computers, tablet computers, servers, smartphones, gaming devices, internet of things devices, and the like.

The components shown in FIG. 21 for computer system (900) are exemplary in nature and are not intended to suggest any limitation as to the scope of use or functionality of the computer software implementing embodiments of the present disclosure. Neither should the configuration of components be interpreted as having any dependency or requirement relating to any one or combination of components illustrated in the exemplary embodiment of a computer system (900).

Computer system (900) may include certain human interface input devices. Such a human interface input device may be responsive to input by one or more human users through, for example, tactile input (such as: keystrokes, swipes, data glove movements), audio input (such as: voice, clapping), visual input (such as: gestures), olfactory input (not depicted). The human interface devices can also be used to capture certain media not necessarily directly related to conscious input by a human, such as audio (such as: speech, music, ambient sound), images (such as: scanned images, photographic images obtain from a still image camera), video (such as two-dimensional video, three-dimensional video including stereoscopic video).

Input human interface devices may include one or more of (only one of each depicted): keyboard (901), mouse (902), trackpad (903), touch screen (910), data-glove, joystick (905), microphone (906), scanner (907), and camera (908).

Computer system (900) may also include certain human interface output devices. Such human interface output devices may be stimulating the senses of one or more human users through, for example, tactile output, sound, light, and smell/taste. Such human interface output devices may include tactile output devices (for example tactile feedback by the touch-screen (910), data-glove, or joystick (905), but there can also be tactile feedback devices that do not serve as input devices). For example, such devices may be audio output devices (such as: speakers (909), headphones (not depicted)), visual output devices (such as screens (910) to include CRT screens, LCD screens, plasma screens, OLED screens, each with or without touch-screen input capability, each with or without tactile feedback capability—some of which may be capable to output two dimensional visual output or more than three dimensional output through means such as stereographic output; virtual-reality glasses (not depicted), holographic displays and smoke tanks (not depicted)), and printers (not depicted).

Computer system (900) can also include human accessible storage devices and their associated media such as optical media including CD/DVD ROM/RW (920) with CD/DVD or the like media (921), thumb-drive (922), removable hard drive or solid state drive (923), legacy magnetic media such as tape and floppy disc (not depicted), specialized ROM/ASIC/PLD based devices such as security dongles (not depicted), and the like.

Those skilled in the art should also understand that term “computer readable media” as used in connection with the presently disclosed subject matter does not encompass transmission media, carrier waves, or other transitory signals.

Computer system (900) can also include interface to one or more communication networks. Networks can for example be wireless, wireline, optical. Networks can further be local, wide-area, metropolitan, vehicular and industrial, real-time, delay-tolerant, and so on. Examples of networks include local area networks such as Ethernet, wireless LANs, cellular networks to include GSM, 3G, 4G, 5G, LTE and the like, TV wireline or wireless wide area digital networks to include cable TV, satellite TV, and terrestrial broadcast TV, vehicular and industrial to include CANBus, and so forth. Certain networks commonly require external network interface adapters that attached to certain general purpose data ports or peripheral buses (949) (such as, for example USB ports of the computer system (900); others are commonly integrated into the core of the computer system 900 by attachment to a system bus as described below (for example Ethernet interface into a PC computer system or cellular network interface into a smartphone computer system). Using any of these networks, computer system (900) can communicate with other entities. Such communication can be uni-directional, receive only (for example, broadcast TV), uni-directional send-only (for example CANbus to certain CANbus devices), or bi-directional, for example to other computer systems using local or wide area digital networks. Such communication can include communication to a cloud computing environment (955). Certain protocols and protocol stacks can be used on each of those networks and network interfaces as described above.

Aforementioned human interface devices, human-accessible storage devices, and network interfaces (954) can be attached to a core (940) of the computer system (900).

The core (940) can include one or more Central Processing Units (CPU) (941), Graphics Processing Units (GPU) (942), specialized programmable processing units in the form of Field Programmable Gate Areas (FPGA) (943), hardware accelerators (944) for certain tasks, and so forth. These devices, along with Read-only memory (ROM) (945), Random-access memory (946), internal mass storage such as internal non-user accessible hard drives, SSDs, and the like (947), may be connected through a system bus (948). In some computer systems, the system bus (948) can be accessible in the form of one or more physical plugs to enable extensions by additional CPUs, GPU, and the like. The peripheral devices can be attached either directly to the core's system bus (948), or through a peripheral bus (949). Architectures for a peripheral bus include PCI, USB, and the like. A graphics adapter 950 may be included in the core 940.

CPUs (941), GPUs (942), FPGAs (943), and accelerators (944) can execute certain instructions that, in combination, can make up the aforementioned computer code. That computer code can be stored in ROM (945) or RAM (946). Transitional data can be also be stored in RAM (946), whereas permanent data can be stored for example, in the internal mass storage (947). Fast storage and retrieve to any of the memory devices can be enabled through the use of cache memory, that can be closely associated with one or more CPU (941), GPU (942), mass storage (947), ROM (945), RAM (946), and the like.

The computer readable media can have computer code thereon for performing various computer-implemented operations. The media and computer code can be those specially designed and constructed for the purposes of the present disclosure, or they can be of the kind well known and available to those having skill in the computer software arts.

As an example and not by way of limitation, the computer system having architecture (900), and specifically the core (940) can provide functionality as a result of processor(s) (including CPUs, GPUs, FPGA, accelerators, and the like) executing software embodied in one or more tangible, computer-readable media. Such computer-readable media can be media associated with user-accessible mass storage as introduced above, as well as certain storage of the core (940) that are of non-transitory nature, such as core-internal mass storage (947) or ROM (945). The software implementing various embodiments of the present disclosure can be stored in such devices and executed by core (940). A computer-readable medium can include one or more memory devices or chips, according to particular needs. The software can cause the core (940) and specifically the processors therein (including CPU, GPU, FPGA, and the like) to execute particular processes or particular parts of particular processes described herein, including defining data structures stored in RAM (946) and modifying such data structures according to the processes defined by the software. In addition or as an alternative, the computer system can provide functionality as a result of logic hardwired or otherwise embodied in a circuit (for example: accelerator (944)), which can operate in place of or together with software to execute particular processes or particular parts of particular processes described herein. Reference to software can encompass logic, and vice versa, where appropriate. Reference to a computer-readable media can encompass a circuit (such as an integrated circuit (IC)) storing software for execution, a circuit embodying logic for execution, or both, where appropriate. The present disclosure encompasses any suitable combination of hardware and software.

While this disclosure has described several non-limiting example embodiments, there are alterations, permutations, and various substitute equivalents, which fall within the scope of the disclosure. It will thus be appreciated that those skilled in the art will be able to devise numerous systems and methods which, although not explicitly shown or described herein, embody the principles of the disclosure and are thus within the spirit and scope thereof 

What is claimed is:
 1. A method performed by at least one processor, the method comprising: receiving a coded video stream including a picture partitioned into a plurality of sub-pictures, and further including adaptive resolution change (ARC) information that is signaled directly within a header of a sub-picture from among the plurality of sub-pictures, or that is provided within a parameter set and directly referenced in the header; and adaptively changing resolution of the sub-picture based on the ARC information, wherein the header is within a network abstraction layer (NAL) unit that has a scope of the sub-picture.
 2. The method of claim 1, wherein each sub-picture of the plurality of sub-pictures includes layers or sub-layers with different quality or resolutions than other sub-pictures of the plurality of sub-pictures.
 3. The method of claim 1, further comprising: extracting, from the coded video stream, and independently decoding each sub-picture of the plurality of sub-pictures, and layers associated with the each sub-picture.
 4. The method of claim 1, wherein the coded video stream that is received includes layers of the picture, and each layer from among the layers includes a different number of sub-pictures or a different sub-picture partitioning layout.
 5. The method of claim 4, wherein each sub-picture of a layer from among the layers has a dependency to one or more sub-pictures of another layer from among the layers for decoding.
 6. The method of claim 1, wherein the ARC information is signaled directly within the header of the sub-picture.
 7. The method of claim 1, wherein the ARC information is directly referenced in the header and provided within the parameter set.
 8. The method of claim 7, wherein the parameter set has a scope greater than the picture.
 9. The method of claim 8, wherein the parameter set is a sequence parameter set (SPS) or a decoder parameter set (DPS).
 10. The method of claim 7, wherein the coded video stream, that is received, further includes ARC reference information within the header, the ARC reference information referencing the ARC information within the parameter set, the parameter set includes additional ARC information that is unreferenced by the ARC reference information within the header, and the adaptively changing the resolution of the sub-picture by using the ARC information is performed based on the ARC reference information.
 11. A system for decoding a coded video stream that includes a picture partitioned into a plurality of sub-pictures, the system comprising: memory configured to store computer program code; and at least one processor configured to receive the coded video stream, access the computer program code, and operate as instructed by the computer program code, the computer program code comprising: adaptive resolution changing code configured to cause the at least one processor to adaptively change resolution of a sub-picture from among the plurality of sub-pictures based on ARC information of the coded video stream that is received, wherein the ARC information is signaled directly within a header of the sub-picture or is provided within the parameter set and directly referenced in the header, wherein the header is within a network abstraction layer (NAL) unit that has a scope of the sub-picture.
 12. The system of claim 11, wherein each sub-picture of the plurality of sub-pictures includes layers or sub-layers with different quality or resolutions than other sub-pictures of the plurality of sub-pictures.
 13. The system of claim 11, wherein the computer program code further comprises extracting and decoding code configured to cause the at least one processor to extract, from the coded video stream, and independently decode each sub-picture of the plurality of sub-pictures, and layers associated with the each sub-picture.
 14. The system of claim 11, wherein the coded video stream that is received includes layers of the picture, and each layer from among the layers includes a different number of sub-pictures or a different sub-picture partitioning layout.
 15. The system of claim 14, wherein each sub-picture of a layer from among the layers has a dependency to one or more sub-pictures of another layer from among the layers for decoding.
 16. The system of claim 11, wherein the ARC information is signaled directly within the header of the sub-picture.
 17. The system of claim 11, wherein the ARC information is directly referenced in the header and provided within the parameter set.
 18. The system of claim 17, wherein the parameter set has a scope greater than the picture.
 19. The system of claim 18, wherein the parameter set is a sequence parameter set (SPS) or a decoder parameter set (DPS).
 20. A non-transitory computer-readable medium storing computer instructions that, when executed by at least one processor, cause the at least one processor to: adaptively change resolution of a sub-picture from among a plurality of sub-pictures based on ARC information of a coded video stream that is received, wherein the coded video stream comprises a picture partitioned into the plurality of sub-pictures, and further comprises the ARC information, and the ARC information is signaled directly within a header of the sub-picture from among the plurality of sub-pictures, or is provided within the parameter set and directly referenced in the header, wherein the header is within a network abstraction layer (NAL) unit that has a scope of the sub-picture. 